Evidence map›Paper›PMID 40064766›Full record

ArticleJournal of community health2025

The Impact of the COVID-19 Pandemic and Lockdowns on Sex Workers in West Bengal, India.

Katherine A Lewis, Protim Ray, Emma Janibekyan, Niharika Kaushik, Darshna Anigol, Denise Tieu, Zhenyi Luo, Leonel Hernandez, Asim Sen, Suchith Kumar and 2 more

Abstract read
In one paragraph

Article in Journal of community health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

Katherine A LewisDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, 1845 N Soto St, Los Angeles, CA, 90032, USA.
Protim RayDurbar Mahila Samanwaya Committee, 12/5 Nilmoni Mitra Street, Kolkata, West Bengal, India.
Emma JanibekyanDepartment of Epidemiology, University of California, 10833 Le Conte Ave, Los Angeles, CA, 90095, USA.
Niharika KaushikSchool of Public Health, University of California, 2121 Berkeley Way Berkeley, Berkeley, CA, 94704, USA.
Darshna AnigolSchool of Medicine, University of California, 4610 X St Sacramento, Davis, CA, 95817, USA.
Denise TieuDepartment of Epidemiology, University of California, 10833 Le Conte Ave, Los Angeles, CA, 90095, USA.
Zhenyi LuoDepartment of Epidemiology, University of California, 10833 Le Conte Ave, Los Angeles, CA, 90095, USA.
Leonel HernandezDepartment of Epidemiology, University of California, 10833 Le Conte Ave, Los Angeles, CA, 90095, USA.
Asim SenDurbar Mahila Samanwaya Committee, 12/5 Nilmoni Mitra Street, Kolkata, West Bengal, India.
Suchith KumarSK Professional Translation and Transcription Services, Mysore, Karnataka, India.
Anne E FehrenbacherDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, 1845 N Soto St, Los Angeles, CA, 90032, USA.
Dallas SwendemanSemel Institute for Neuroscience and Human Behavior, Center for Community Health, University of California, 760 Westwood Plaza, Los Angeles, CA, 90024, USA. DSwendeman@mednet.ucla.edu.ORCID 0000-0002-4570-6352

Funding

PrEP Implementation Science with Hard to Reach Populations in IndiaK01TW012173 · FIC · UNIVERSITY OF SOUTHERN CALIFORNIA · PI Anne Elizabeth Fehrenbacher · 2022 to 2026
$911k
FIC NIH HHS K01 TW012173
6 · The paper itself

Abstract

India's COVID-19 lockdowns were among the strictest globally, and sex workers were uniquely impacted. Extremely limited literature has examined pandemic consequences on sex workers. We use a qualitative approach to examine the impact of the COVID-19 pandemic and lockdowns on the lives and livelihoods of sex workers in urban West Bengal, India. Cisgender female and male, and transgender female sex workers (N = 40) participated in individual in-depth interviews. Interviews were coded using inductive thematic coding. Nine themes arose from the data: (1) COVID-19 pandemic and lockdowns, (2) Social isolation, (3) Lack of customers, (4) Financial stress, (5) Decreased negotiating power, (6) Food insecurity, (7) Receiving support, (8) Providing support, and (9) Mental health. We propose a Gendered Stress Proliferation Model incorporating Pearlin et al.'s 1997 conceptualization of stress proliferation and Swendeman, Fehrenbacher et al.'s 2018 gendered stress process model. In this model, primary stressors of COVID-19 pandemic and lockdowns proliferated into secondary stressors across multiple domains (social isolation, lack of customers, financial stress, food insecurity, reliance on support, decreased negotiating power). All of these pathways were shaped by pre-existing vulnerabilities and systems of intersectional marginalization. These stressors had significant mental health impacts including feelings of depression and anxiety. Food insecurity has implications for physical health outcomes, and financial stress coupled with decreased negotiating power has implications for sexual health, potentially placing sex workers at increased risk of sexually transmitted infections and HIV. Gendered Stress Proliferation may be a useful framework to examine how marginalized populations uniquely experience population-level crises.

Indexed as

COVID-19Sex WorkersAdultFemaleFood InsecurityHumansIndiaInterviews as TopicMalePandemicsQualitative ResearchSARS-CoV-2Social IsolationStress, PsychologicalYoung AdultCOVID-19IndiaQualitativeSex WorkStress Proliferation

Identifiers

PMID40064766
PMCPMC12301274

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.